Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-27 1.166706 1.424807 1.757504 2.231938 2.916888 3.916507 5.589443
2025-05-04 0.824846 1.101945 1.514294 2.220706 3.526166 6.200823 13.759740
2025-05-11 0.642224 0.902696 1.324574 2.137895 3.935333 8.870267 34.857108
2025-05-18 0.548932 0.803247 1.244609 2.187336 4.659150 14.115213 168.808810
2025-05-25 0.490440 0.742495 1.206928 2.296631 5.690283 25.224424 657292.736071
2025-06-01 0.436479 0.676534 1.137942 2.298343 6.448597 42.486046 NaN
2025-06-08 0.387457 0.609968 1.049945 2.210977 6.811629 65.077907 NaN
2025-06-15 0.361611 0.581629 1.034259 2.314674 8.263222 175.714276 NaN
2025-06-22 0.334204 0.545720 0.993328 2.326141 9.355761 558.418496 NaN
2025-06-29 0.307035 0.506444 0.936562 2.263571 9.947023 2322.109516 NaN
2025-07-06 0.285093 0.474886 0.891983 2.225236 10.741079 941711.682451 NaN
2025-07-13 0.276932 0.470248 0.911128 2.426276 14.469992 NaN NaN
2025-07-20 0.265153 0.457022 0.907559 2.550284 18.504643 NaN NaN
2025-07-27 0.249784 0.434400 0.875634 2.544718 21.126280 NaN NaN
2025-08-03 0.233088 0.407189 0.827012 2.445316 21.846474 NaN NaN
2025-08-10 0.223164 0.393848 0.813903 2.505661 26.901861 NaN NaN
2025-08-17 0.216121 0.386119 0.814949 2.639057 36.730979 NaN NaN
2025-08-24 0.206269 0.371014 0.792340 2.641157 43.410389 NaN NaN
2025-08-31 0.194730 0.351065 0.752762 2.534502 44.284471 NaN NaN
2025-09-07 0.189516 0.345265 0.754161 2.661138 63.717954 NaN NaN
2025-09-14 0.182266 0.334045 0.737474 2.675174 79.224584 NaN NaN
2025-09-21 0.173810 0.319334 0.708119 2.598663 84.754723 NaN NaN
2025-09-28 0.166574 0.307027 0.684787 2.551884 95.275843 NaN NaN